An ℓ 1 -oracle inequality for the Lasso in finite mixture of multivariate Gaussian regression models.
Emilie Devijver
ESAIM: Probability and Statistics , 2015
Journal articles
hal-01075338v2
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Optimal Block Diagonal Covariance Matrices in Large Scale Gaussian Graphical Models
Mélina Gallopin
,
Emilie Devijver
StatMathAppli 2015 , Aug 2015, Fréjus, France
Conference papers
hal-01256226v1
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Block-diagonal covariance selection for high-dimensional Gaussian graphical models
Emilie Devijver
,
Mélina Gallopin
Journal articles
hal-01227608v1
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Transductive Bounds for the Multi-class Majority Vote Classifier
Vasilii Feofanov
,
Emilie Devijver
,
Massih-Reza Amini
Conference papers
hal-02414026v1
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Model-based clustering for high-dimension data. Application to functional data.
Emilie Devijver
2014
Preprints, Working Papers, ...
hal-01060063v1
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Nonlinear mixed effects modeling and warping for functional data using B-splines
Gerda Claeskens
,
Emilie Devijver
,
Irène Gijbels
Journal articles
hal-03366890v1
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Discussion on "Minimal penalties and the slope heuristic: a survey" by Sylvain Arlot
Emilie Devijver
Journal de la Société Française de Statistique , 2019, 160 (3), pp.119-120
Journal articles
hal-03094408v1
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Entropy-Based Discovery of Summary Causal Graphs in Time Series
Charles Assaad
,
Emilie Devijver
,
Eric Gaussier
Journal articles
hal-03765359v1
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Prediction regions through Inverse Regression
Emilie Devijver
,
Emeline Perthame
Journal of Machine Learning Research , 2020, 21 (113), pp.1-24
Journal articles
hal-01840234v3
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Transductive Bounds for the Multi-class Majority Vote Classifier
Vasilii Feofanov
,
Emilie Devijver
,
Massih-Reza Amini
Journal articles
hal-01980449v2
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Uncertain Trees: Dealing with Uncertain Inputs in Regression Trees
Myriam Tami
,
Marianne Clausel
,
Emilie Devijver
,
Adrien Dulac
,
Éric Gaussier
et al.
2018
Other publications
hal-03050675v1
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Finite mixture regression: a sparse variable selection by model selection for clustering.
Emilie Devijver
Electronic Journal of Statistics , 2015
Journal articles
hal-01060079v1
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Analyse fonctionnelle de trajectoires de souris en cognition sociale
Jean-Charles Quinton
,
Emilie Devijver
,
Adeline Leclercq-Samson
,
Annique Smeding
Congrès International de Psychologie Sociale en Langue Française , Jul 2018, Louvain-la-Neuve, Belgique
Conference papers
hal-01839425v1
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Unsupervised topological learning approach of crystal nucleation in pure Tantalum
Sébastien Becker
,
Emilie Devijver
,
Rémi Molinier
,
Noël Jakse
Machine Learning and the Physical Sciences - Workshop at the 35th Conference on Neural Information Processing Systems (NeurIPS) , Dec 2021, Vancouver, Canada.
Poster communications
hal-03559641v1
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Scaling Causal Inference in Additive Noise Models
Karim Assaad
,
Emilie Devijver
,
Éric Gaussier
,
Ali Ait-Bachir
2019
Books
halshs-02404727v1
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A Conditional Mutual Information Estimator for Mixed Data and an Associated Conditional Independence Test
Lei Zan
,
Anouar Meynaoui
,
Charles K Assaad
,
Emilie Devijver
,
Eric Gaussier
et al.
Journal articles
hal-03806590v1
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Glass-forming ability of elemental zirconium
Sébastien Becker
,
Emilie Devijver
,
Rémi Molinier
,
Noël Jakse
Journal articles
hal-03181321v1
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Wrapper feature selection with partially labeled data
Vasilii Feofanov
,
Emilie Devijver
,
Massih-Reza Amini
Journal articles
hal-03765597v1
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Prediction of the Nash through Penalized Mixture of Logistic Regression Models
Marie Morvan
,
Emilie Devijver
,
Madison Giacofci
,
Valérie Monbet
Journal articles
hal-02151564v2
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JOINT RANK AND VARIABLE SELECTION FOR PARSIMONIOUS ESTIMATION IN A HIGH-DIMENSIONAL FINITE MIXTURE REGRESSION MODEL
Emilie Devijver
2017
Preprints, Working Papers, ...
hal-01099296v2
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Clustering electricity consumers using high-dimensional regression mixture models
Emilie Devijver
,
Yannig Goude
,
Jean-Michel Poggi
2015
Preprints, Working Papers, ...
hal-01169324v1
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High-dimensional mixture regression models, application to functional data
Emilie Devijver
Statistics [math.ST]. Université Paris Sud (Paris 11), 2015. English.
⟨NNT : ⟩
Theses
tel-01695257v1
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Functional mixed effect models for mouse-tracking data in social cognition
Jean-Charles Quinton
,
Emilie Devijver
,
Adeline Samson
,
Annique Smeding
ESCON Transfer of Knowledge Conference , Aug 2017, Gdansk, Poland
Conference papers
hal-01966806v1
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A Mixed Noise and Constraint-Based Approach to Causal Inference in Time Series
Charles K. Assaad
,
Emilie Devijver
,
Eric Gaussier
,
Ali Ait-Bachir
Machine Learning and Knowledge Discovery in Databases. Research Track , 12975, Springer International Publishing; Springer International Publishing, pp.453-468, 2021, Machine Learning and Knowledge Discovery in Databases. Research Track,
⟨10.1007/978-3-030-86486-6_28⟩
Book sections
hal-03367789v1
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Discovery of Extended Summary Graphs in Time Series
Charles K Assaad
,
Emilie Devijver
,
Eric Gaussier
2022
Preprints, Working Papers, ...
hal-03815841v1
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Smooth And Consistent Probabilistic Regression Trees
Sami Alkhoury
,
Emilie Devijver
,
Marianne Clausel
,
Myriam Tami
,
Éric Gaussier
et al.
NeurIPS 2020 - 34th International Conference on Neural Information Processing Systems , Dec 2020, Virtuelle, France. pp.1-11
Conference papers
hal-03050168v1
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